achao2013 / ntm-one-shot

One-shot Learning with Memory-Augmented Neural Networks

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One-shot Learning with Memory-Augmented Neural Networks

Theano implementation of the paper One-shot Learning with Memory-Augmented Neural Networks. To try the classification example, download the Omniglot dataset and place it in the data/omniglot folder.

Adam Santoro, Sergey Bartunov, Matthew Botvinick, Daan Wierstra, Timothy Lillicrap, One-shot Learning with Memory-Augmented Neural Networks, [arXiv]

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One-shot Learning with Memory-Augmented Neural Networks


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